Big Data Analytics in Mobile Cellular Networks

Mobile cellular networks have become both the generators and carriers of massive data. Big data analytics can improve the performance of mobile cellular networks and maximize the revenue of operators. In this paper, we introduce a unified data model based on the random matrix theory and machine lear...

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Veröffentlicht in:	IEEE access 2016, Vol.4, p.1985-1996
Hauptverfasser:	Ying He, Yu, Fei Richard, Nan Zhao, Hongxi Yin, Haipeng Yao, Qiu, Robert C.
Format:	Artikel
Sprache:	eng
Schlagworte:	Big Data Big data analytics Cellular communication Cellular networks Data analysis Data analytics Machine learning Mathematical analysis Matrix theory mobile cellular networks Mobile communication Random matrix theory Telematics Traffic information Waveforms Wireless networks
Online-Zugang:	Volltext
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